Analytics Engineer: Financial Data & Metrics

Onmo; City Of London; On-site; GBP 60,000 - 80,000; Full time

Job summary

Onmo is seeking an Analytics Engineer to own the gold-layer models, governed metrics, and self-serve tools used by Finance, Credit Risk, Collections, and Operations. You will translate credit policy and finance rules into trusted numbers, sitting between data engineering and business teams to deliver explainable analytics.

You will build production-ready data models, define metric definitions, and ensure data quality, with CI/CD and deployment workflows to keep dashboards and Genie agents

Qualifications

• 2–4 years of analytics engineering experience, including building and maintaining data models in production.
• Background in consumer credit, lending, cards or banking, including delinquency, roll rates, charge-off, forbearance or ledger reconciliation.
• Strong SQL and working Python.
• Hands-on dimensional modelling and experience defining a semantic or metrics layer.
• Experience with a modern cloud data platform (Databricks preferred), git and CI.
• Comfortable deploying and scheduling your own work: workflow orchestration and code-based deployment (Databricks Asset Bundles or similar).
• Clear communicator across finance and engineering audiences.

Responsibilities

• Build and extend our gold-layer dimensional models, including point-in-time and month-end facts.
• Define and maintain governed metric definitions for credit and finance KPIs so every dashboard uses the same numbers.
• Translate credit policy into tested SQL and reconcile it against the general ledger and legacy reports.
• Build Genie agents over certified, documented datasets.
• Put data quality checks, reconciliations and alerts around everything you ship.
• Deploy and operate what you build: job and workflow orchestration, environment promotion and CI/CD through Databricks Asset Bundles.

Skills

SQL

Python

Dimensional modelling

Semantic layer

CI/CD

Databricks

Git

Data quality

Workflow orchestration

Communication

Tools

Databricks Asset Bundles

Lakeflow Spark Declarative Pipelines

Terraform

Git

Job description

Onmo is seeking an Analytics Engineer to own the gold-layer models, governed metrics, and self-serve tools used by Finance, Credit Risk, Collections, and Operations. You will translate credit policy and finance rules into trusted numbers, sitting between data engineering and business teams to deliver explainable analytics.

You will build production-ready data models, define metric definitions, and ensure data quality, with CI/CD and deployment workflows to keep dashboards and Genie agents